Corneal Nerve Fractal Dimension: A Novel Corneal Nerve Metric for the Diagnosis of Diabetic Sensorimotor Polyneuropathy

被引:75
作者
Chen, Xin [1 ]
Graham, Jim [2 ]
Petropoulos, Ioannis N. [3 ]
Ponirakis, Georgios [3 ]
Asghar, Omar [4 ]
Alam, Uazman [5 ,6 ]
Marshall, Andrew [7 ]
Ferdousi, Maryam [4 ]
Azmi, Shazli [4 ]
Efron, Nathan [8 ]
Malik, Rayaz A. [3 ,4 ]
机构
[1] Univ Nottingham, Sch Comp Sci, Nottingham, England
[2] Univ Manchester, Inst Populat Hlth, Ctr Imaging Sci, Manchester, Lancs, England
[3] Weill Cornell Med Qatar, Div Med, Doha, Qatar
[4] Univ Manchester, Inst Cardiovasc Sci, Cardiovasc Sci, Manchester, Lancs, England
[5] Univ Liverpool, Inst Ageing & Chron Dis, Dept Eye & Vis Sci, Liverpool, Merseyside, England
[6] Aintree Univ Hosp NHS Fdn Trust, Clin Sci Ctr, Diabet & Endocrinol Res, Liverpool, Merseyside, England
[7] Cent Manchester NHS Fdn Trust, Dept Clin Neurophysiol, Manchester, Lancs, England
[8] Queensland Univ Technol, Inst Hlth & Biomed Innovat, Brisbane, Qld, Australia
基金
英国惠康基金;
关键词
corneal confocal microscopy; diabetic neuropathy; image segmentation; nerve fiber quantification; SMALL-FIBER NEUROPATHY; VIVO CONFOCAL MICROSCOPY; PERIPHERAL NEUROPATHY; DAMAGE; MULTICENTER; QUANTIFICATION; REGENERATION; DYSFUNCTION; PREVALENCE; SENSATION;
D O I
10.1167/iovs.17-23342
中图分类号
R77 [眼科学];
学科分类号
100212 ;
摘要
OBJECTIVE. Corneal confocal microscopy (CCM), an in vivo ophthalmic imaging modality, is a noninvasive and objective imaging biomarker for identifying small nerve fiber damage. We have evaluated the diagnostic performance of previously established CCM parameters to a novel automated measure of corneal nerve complexity called the corneal nerve fiber fractal dimension (ACNFrD). METHODS. A total of 176 subjects (84 controls and 92 patients with type 1 diabetes) with and without diabetic sensorimotor polyneuropathy (DSPN) underwent CCM. Fractal dimension analysis was performed on CCM images using purpose-built corneal nerve analysis software, and compared with previously established manual and automated corneal nerve fiber measurements. RESULTS. Manual and automated subbasal corneal nerve fiber density (CNFD) (P < 0.0001), length (CNFL) (P < 0.0001), branch density (CNBD) (P < 0.05), and ACNFrD (P < 0.0001) were significantly reduced in patients with DSPN compared to patients without DSPN. The areas under the receiver operating characteristic curves for identifying DSPN were comparable: 0.77 for automated CNFD, 0.74 for automated CNFL, 0.69 for automated CNBD, and 0.74 for automated ACNFrD. CONCLUSIONS. ACNFrD shows comparable diagnostic efficiency to identify diabetic patients with and without DSPN.
引用
收藏
页码:1113 / 1118
页数:6
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